Bayesian and classical estimation of based on Burr type XII distribution under hybrid progressive censored samples

被引:5
|
作者
Kohansal, Akram [1 ]
机构
[1] Imam Khomeini Int Univ, Dept Stat, Qazvin, Iran
关键词
Stress-strength parameter; Burr type XII distribution; Bayesian inference; Monte Carlo simulation; Hybrid progressive censored samples; LESS-THAN X); STATISTICAL-INFERENCE; WEIBULL DISTRIBUTION; RECORD VALUES; PREDICTION;
D O I
10.1080/03610926.2018.1554126
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We obtain the estimates of , when the variables X and Y come from Burr type XII distributions with different parameters, and the observed samples are derived from the hybrid progressive censoring schemes, in three cases. First, we obtain MLE, AMLE, two approximation Bayes estimates, asymptotic and HPD intervals of R. Moreover, we study the existence and uniqueness of the MLEs. Second, we obtain the MLE, exact Bayes estimate, asymptotic and Bayesian intervals of R. Third, we obtain some statistical estimations of R. Finally, we compare all methods by Monte Carlo simulations and analyze one data set.
引用
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页码:1043 / 1081
页数:39
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